AICE for Oil & Gas
AICE delivers AI-powered computer vision solutions designed specifically for Oil & Gas operations. Our platform enhances safety, operational efficiency, and real-time decision-making across drilling sites, production facilities, and processing plants.
Operational Intelligence for Super-Spec AC Top Drive Rig
Real-time visual monitoring of critical drilling systems.
Reduce NPT. Protect margin. Improve operational control.
Mud Pump Integrity
“Stop Failures Before They Stop Your Rig.”
Mud pump instability is one of the most frequent and costly sources of unplanned downtime on Super-Spec rigs. Abnormal vibration, cavitation, and mechanical deviation often escalate before traditional alarms trigger. AICE delivers real-time visual monitoring of mud pump behavior directly at the edge, detecting early anomalies and micro-deviations under load. By identifying instability before failure, AICE helps operators reduce NPT, prevent high-cost mechanical damage, and protect drilling margins shift after shift.
Crew presence
“Right crew. Zero guesswork.”
AICE verifies in real time that the required crew is present within the operational zone during critical maneuvers such as pipe handling or tripping. Using edge-based computer vision, it detects and tracks personnel, compares actual headcount against procedural requirements, and generates alerts if a member is missing. Maneuvers can be conditioned until compliance is met, while time-stamped visual evidence ensures traceability, reduces operational risk, and strengthens HSE discipline.
Top Drive Supervision
“Stop Failures Before They Stop Your Rig.”
Anomalous Vibration: Detect abnormal vibration patterns indicating early mechanical wear or imbalance.
Overheating: Identify abnormal heat buildup in motor or gearbox before visible failure.
Abnormal Torque Behavior: Detect irregular oscillations or shock loads outside normal torque range.
Hydraulic Leaks: Identify visible fluid leaks, spray, or pooling.
Misalignment: Detect structural displacement or guide rail misalignment.
IBOP Monitoring: Verify valve position and detect abnormal activation or visible anomalies.
Pipe Control
“Every joint counted. Every stage verified.”
AICE monitors pipe flow in real time during casing and drilling operations, automatically counting joints and validating their use by operational stage. The system records transfers, connections, and running sequences, ensuring installed quantities match the drilling program.
It detects sequence deviations, inventory discrepancies, and handling delays that may generate NPT. With time-stamped visual traceability, AICE transforms pipe handling into verifiable operational intelligence—improving control, efficiency, and execution discipline.
Traveling Block
“Early Deviation Detection.”
AICE monitors the Traveling Block using continuous visual analysis inside the derrick. The system detects dynamic load deviation against established operating baselines.
It identifies hook angular misalignment relative to the vertical axis. It measures abnormal oscillation patterns in the drilling line. Sheave rotational irregularities are tracked through motion variance analysis. Early deviations are flagged before mechanical damage occurs. Operators receive clear alerts to schedule inspection during planned connections.This reduces non-productive time and protects hoisting system integrity.
Bop Supervisión
"Continuous BOP Monitoring."
AICE continuously monitors the BOP zone using advanced machine vision to detect early mechanical and hydraulic deviations before they escalate into failures. The system identifies missing bolts, bolt rotation, hose deformation, visible hydraulic leaks, foreign objects, and abnormal fluid accumulation. Real-time analytics flag subtle anomalies that are often missed during manual inspections. Each alert includes visual evidence for traceable and auditable decisions. Edge processing ensures low latency and reliable performance in remote drilling environments.